semantica/docs/community-projects.md

Community Projects

Projects and integrations from the Semantica community.

!!! tip "Showcase Your Project" Have a project using Semantica? Submit it here

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🚀 Projects Using Semantica

Research & Academia

• Academic research and scientific literature analysis
• Biomedical analysis and drug discovery
• Social network analysis and community detection

Enterprise & Industry

• Business intelligence and corporate knowledge bases
• Cybersecurity and threat intelligence
• Healthcare and medical record processing
• Finance, trading, and fraud detection

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🔌 Integrations

Vector Databases

• Pinecone
• Weaviate
• Qdrant
• FAISS
• Milvus

Graph Databases

• Neo4j
• KuzuDB
• FalkorDB

LLM Providers

• OpenAI
• Google Gemini
• Groq
• Anthropic
• Ollama
• HuggingFace

NLP Libraries

• spaCy
• NLTK
• Sentence Transformers

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🛠️ Community Extensions

• Custom entity extractors for domain-specific use cases
• Specialized export formats for various industries
• Integration adapters for popular data sources
• Enhanced visualization tools and dashboards

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🤝 How to Contribute

1. Code: Fork, create branch, submit PR
2. Documentation: Fix typos, add examples, improve clarity
3. Community: Answer questions, share experiences
4. Testing: Write tests, report bugs

See our Contributing Guide

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📞 Resources

• GitHub Repository
• GitHub Issues
• Contributing Guide